| 一种基于Rough集理论的多属性综合评价方法 |
| |
| 引用本文： | 万伟,王命延,陈熹.一种基于Rough集理论的多属性综合评价方法[J].计算机与现代化,2007(1):49-51,59. |
| |
| 作者姓名： | 万伟 王命延 陈熹 |
| |
| 作者单位： | 1. 南昌大学计算机系,江西,南昌,330029
2. 上海交通大学软件学院,上海,200240 |
| |
| 摘 要： | 目前诸多的综合测评方法在权重设置等方面的局限性制约了人们对评价对象的科学认识,本文根据Rough 集理论,提出了基于Rough 集的综合评价方法,旨在消除权重设置的主观性,实现完全数据驱动,不需要人为设置权重.通过大学生综合测评实例,验证该方法的实用性、可行性.
|
| 关 键 词： | Rough 集 属性约简 属性重要性 数据驱动 Rough Set 理论 属性综合 评价方法 Based Measurement Method 验证 学生综合测评 权重设置 数据驱动 完全 科学认识 评价对象 测评方法 |
| 文章编号： | 1006-2475（2007）01-0049-03 |
| 收稿时间： | 2006-08-28 |
| 修稿时间： | 2006-08-28 |
Research on Multi-attribute Measurement Method Based on Rough Set |
| |
| WAN Wei,WANG Ming-yan,CHEN Xi.Research on Multi-attribute Measurement Method Based on Rough Set[J].Computer and Modernization,2007(1):49-51,59. |
| |
| Authors: | WAN Wei WANG Ming-yan CHEN Xi |
| |
| Affiliation: | 1.Department of Computer Science, Nanchang University, Nanchang 330029, China; 2.School of Software, Shanghai Jiaotong University, Shanghai 2(D240, China |
| |
| Abstract: | Although many comprehensive measurement methods have improved objectivity of evaluation process, the limitations in weightassignment and establishment of single factor measurement matrix of these methods restrict us to evaluate objects. In this paper, a new multi-attribute measurement method based on rough set is presented, which eliminates the subjectivity in weight assignment, efficiently reduces the scale of index system and shortens calculating time, realizes completely data driving, not needs set weightiness by manual acting. An example shows this method is effective and feasible. |
| |
| Keywords: | rough set attribute reduction weightiness of attribute data driving |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
